Triple
T20794587
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Title IX – Energy |
E511878
|
entity |
| Predicate | includesProgram |
P1393
|
FINISHED |
| Object |
Bioenergy for Advanced Biofuels Program
The Bioenergy for Advanced Biofuels Program is a U.S. federal initiative that supports the development and production of advanced, non-food-based biofuels to enhance domestic energy security and reduce greenhouse gas emissions.
|
E1451331
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Bioenergy for Advanced Biofuels Program | Statement: [Title IX – Energy, includesProgram, Bioenergy for Advanced Biofuels Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bioenergy for Advanced Biofuels Program Context triple: [Title IX – Energy, includesProgram, Bioenergy for Advanced Biofuels Program]
-
A.
DOE Bioenergy Research Centers
The DOE Bioenergy Research Centers are U.S. Department of Energy-funded research consortia focused on developing advanced scientific and technological solutions for sustainable biofuels and bioproducts from renewable biomass.
-
B.
Biomass Crop Assistance Program
The Biomass Crop Assistance Program is a U.S. federal initiative that supports the production and use of biomass for renewable energy by providing financial assistance to growers and biomass conversion facilities.
-
C.
Laboratório Nacional de Biorrenováveis
Laboratório Nacional de Biorrenováveis is a Brazilian research laboratory focused on developing advanced technologies and processes for converting biomass and renewable resources into sustainable fuels, chemicals, and materials.
-
D.
Low Carbon Fuel Standard
The Low Carbon Fuel Standard is a California regulatory program that reduces greenhouse gas emissions from transportation fuels by requiring fuel producers to lower the carbon intensity of their products over time.
-
E.
Basic Energy Sciences program
The Basic Energy Sciences program is a U.S. Department of Energy research initiative that supports fundamental scientific studies in materials and chemical sciences to advance energy technologies.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bioenergy for Advanced Biofuels Program Triple: [Title IX – Energy, includesProgram, Bioenergy for Advanced Biofuels Program]
Generated description
The Bioenergy for Advanced Biofuels Program is a U.S. federal initiative that supports the development and production of advanced, non-food-based biofuels to enhance domestic energy security and reduce greenhouse gas emissions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bioenergy for Advanced Biofuels Program Target entity description: The Bioenergy for Advanced Biofuels Program is a U.S. federal initiative that supports the development and production of advanced, non-food-based biofuels to enhance domestic energy security and reduce greenhouse gas emissions.
-
A.
DOE Bioenergy Research Centers
The DOE Bioenergy Research Centers are U.S. Department of Energy-funded research consortia focused on developing advanced scientific and technological solutions for sustainable biofuels and bioproducts from renewable biomass.
-
B.
Biomass Crop Assistance Program
The Biomass Crop Assistance Program is a U.S. federal initiative that supports the production and use of biomass for renewable energy by providing financial assistance to growers and biomass conversion facilities.
-
C.
Laboratório Nacional de Biorrenováveis
Laboratório Nacional de Biorrenováveis is a Brazilian research laboratory focused on developing advanced technologies and processes for converting biomass and renewable resources into sustainable fuels, chemicals, and materials.
-
D.
Low Carbon Fuel Standard
The Low Carbon Fuel Standard is a California regulatory program that reduces greenhouse gas emissions from transportation fuels by requiring fuel producers to lower the carbon intensity of their products over time.
-
E.
Basic Energy Sciences program
The Basic Energy Sciences program is a U.S. Department of Energy research initiative that supports fundamental scientific studies in materials and chemical sciences to advance energy technologies.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e0b4cb83948190bd57bec21d78ed53 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2abbcc8819091bb0225a0650ab6 |
completed | April 21, 2026, 12:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08f8be96c88190ac0e4385260f1960 |
completed | May 16, 2026, 11:07 p.m. |
| NEDg | Description generation | batch_6a08f98877788190b9377f06807e3197 |
completed | May 16, 2026, 11:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08fa5e11f88190a615efec01873577 |
completed | May 16, 2026, 11:14 p.m. |
Created at: April 16, 2026, 12:39 p.m.